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Aitana

Demonstrator|ITI

Description
Standardized work environment for Machine Learning and Pattern Recognition projects.
Member
ITI
Address
Polytechnic City of Innovation - UPV Camino de Vera, s/n. Bldg. 8G, Access B, 4th floor 46022 Valencia
Province
Valencia

DEMONSTRATOR INFORMATION

DESCRIPTION

Platform that provides a set of tools and libraries to facilitate the development of Artificial Intelligence and Machine Learning models, both for novice users with basic knowledge and advanced users with experience in the development and deployment of more complex applications. Additionally, the framework aims to facilitate the subsequent use and validation of these models in order to obtain from them new algorithms and artificial intelligence or machine learning applications. The environment aims to speed up the development and implementation of applications based on AI and ML by systematically and simply transferring and putting into production the applications developed for different productive sectors.

POSSIBILITIES

Agile and efficient experimentation and development of AI models by the data scientist throughout the entire life cycle:

  • Data acquisition
  • Data exploration
  • Preprocess
  • Feature selection
  • Model selection
  • Training
  • Evaluation
  • Putting into production

Technological capabilities

IA
Pattern recognition
IA
Predictive and prescriptive analytical technologies
IA
Real-time data analysis